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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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38 Researchers Tried to Break AI Agents. They Didn't Even Need to Hack Them.

38 Researchers Tried to Break AI Agents. They Didn't Even Need to Hack Them.

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3 min read
Clean Code for DevOps: Refactoring my Ansible Lab into Roles

Clean Code for DevOps: Refactoring my Ansible Lab into Roles

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1 min read
What actually happens to your data when an edge node crashes

What actually happens to your data when an edge node crashes

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2 min read
CI/CD hay fail vặt: cách giảm flaky tests và tăng độ tin cậy pipeline

CI/CD hay fail vặt: cách giảm flaky tests và tăng độ tin cậy pipeline

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3 min read
Spec Kit vs BMAD vs OpenSpec: Choosing an SDD Framework in 2026

Spec Kit vs BMAD vs OpenSpec: Choosing an SDD Framework in 2026

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10 min read
Deploying a Highly Available Web App on AWS Using Terraform

Deploying a Highly Available Web App on AWS Using Terraform

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5 min read
VICIdial AMD Configuration: The Only Guide That Doesn't Waste Your Time

VICIdial AMD Configuration: The Only Guide That Doesn't Waste Your Time

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14 min read
The Hidden Cost of Not Automating Your Dev Workflow

The Hidden Cost of Not Automating Your Dev Workflow

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2 min read
Evidence-Based Task Completion: Why AI Agents Should Prove Their Work

Evidence-Based Task Completion: Why AI Agents Should Prove Their Work

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2 min read
Introducing Xata OSS: Postgres platform with branching, now Apache 2.0

Introducing Xata OSS: Postgres platform with branching, now Apache 2.0

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7 min read
Zero-Trust for Developers: Stop Opening Ports and Secure Your Production Stack with Cloudflare Tunnels

Zero-Trust for Developers: Stop Opening Ports and Secure Your Production Stack with Cloudflare Tunnels

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5 min read
The Lovable breach is not a vibe coding story. It is a verification story.

The Lovable breach is not a vibe coding story. It is a verification story.

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4 min read
The deployment bug that stressed me for 3 weeks

The deployment bug that stressed me for 3 weeks

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1 min read
What DevOps Taught Me About Running a Function

What DevOps Taught Me About Running a Function

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5 min read
EC2 vs Lambda — When to Use Which (With Real Examples)

EC2 vs Lambda — When to Use Which (With Real Examples)

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6 min read
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